indicbert-voicebot
This model is a fine-tuned version of ai4bharat/IndicBERTv2-MLM-only on the None dataset. It achieves the following results on the evaluation set:
- Loss: 3.1857
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 2e-05
- train_batch_size: 2
- eval_batch_size: 2
- seed: 42
- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- num_epochs: 5
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 4.4915 | 1.0 | 63 | 4.1721 |
| 4.2364 | 2.0 | 126 | 3.7418 |
| 3.6475 | 3.0 | 189 | 3.4158 |
| 2.9163 | 4.0 | 252 | 3.2629 |
| 2.7683 | 5.0 | 315 | 3.1857 |
Framework versions
- Transformers 4.48.3
- Pytorch 2.5.1+cu124
- Datasets 3.3.2
- Tokenizers 0.21.0
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Model tree for Vishalathreya113/indicbert-voicebot
Base model
ai4bharat/IndicBERTv2-MLM-only